Data Science & ML MCP 服务器

MyIP

Provides an LLM with the ability to retrieve the server's public IP address.

ZenFeed

Enhance RSS feeds with AI to deliver personalized content and real-time monitoring.

Korea Weather Forecast

Provides weather forecasts for locations in South Korea using data from the Korea Meteorology Administration.

Podman AI Assistant

Translates natural language commands into valid Podman CLI commands for container management.

Servers

Provides a unified interface for an AI agent to access financial market data and news articles through external server integrations.

Contexto

Makes project documentation accessible to AI assistants for enhanced contextual understanding.

FCA

Provides real-time, conversational access to live FCA Register data through AI interfaces for financial services.

UdaPlay

Answers questions about video games by leveraging a local vector database and AI agentic workflow with tool-calling.

Ollama Agent

Empowers local AI agents to provide intelligent responses and execute tools directly on your machine via a global CLI, ensuring privacy and local inference.

PubMed

Enables programmatic search and retrieval of scientific articles from PubMed via the NCBI Entrez API.

Workspace

Provides LLMs with secure, sandboxed file system access, enabling controlled project building and management within a designated directory.

Multi

Connects LLM applications to external data sources and tools across multiple programming languages.

When2Work

Provides a Model Context Protocol (MCP) server for integrating When2Work scheduling API data, making it accessible for AI assistants.

Motus

Empower users with AI-driven DeFi operations on Solana via a full-stack React Native mobile application, enabling token swaps, price checks, portfolio management, and automated trading strategies.

Autonomous Cyber Red Team

Automates red team reconnaissance, attack surface mapping, vulnerability scanning, and security posture assessment.

SEO Analytics

Provides an MCP server for fetching, merging, and analyzing data from Google Search Console and Google Analytics 4.

Rag

Manages a Retrieval-Augmented Generation (RAG) knowledge base system, providing MCP interfaces for large language models and a Tkinter graphical user interface.

USPTO

Access comprehensive United States Patent and Trademark Office data, including patents, trademarks, assignments, and PTAB decisions through a unified interface.

PocketScout

Aggregate structural, chemical, and literature data from multiple public databases to evaluate druggable pockets on protein targets for computational protein design.

Knowledge Base

Indexes markdown collections into a searchable BM25 index and exposes them as Model Context Protocol (MCP) tools.